Ye Yuan

ORCID: 0009-0008-1640-7047
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About
Contact & Profiles
Research Areas
  • Advanced Neural Network Applications
  • Explainable Artificial Intelligence (XAI)
  • Adversarial Robustness in Machine Learning

Vrije Universiteit Amsterdam
2024

Context. While models like BERT and GPT are powerful, they require substantial resources. Knowledge distillation can be employed as a technique to enhance their efficiency. Yet, we lack clear understanding on performance energy consumption. This uncertainty is major concern, especially in practical applications, where these could strain resources limit accessibility for developers with limited means. Our drive also comes from the pressing need environmentally-friendly sustainable...

10.1145/3644815.3644966 article EN cc-by 2024-04-14
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